Unlike conventional deep neural networks (DNN) that require a lot of labeled data to train on and are not good at generalizing from limited examples, the APU efficiently learns similarly to how humans learn—namely using only a few examples (few-shot learning). GSI Technology’s APU is a fully programmable associative, content-based, retrieval and compute in-memory architecture.

About GSI Technology

Founded in 1995, GSI Technology, Inc. is a provider of high performance semiconductor memory solutions to networking, industrial, medical, aerospace, and military customers. The company is headquartered in Sunnyvale, California, and has sales offices in the Americas, Europe, and Asia. For more information, please visit http://www.gsitechnology.com.